Mammogram Screening for Breast Density Classification using a soft voting ensemble of Swin Transformers and ConvNext models.
Muhammad HussainFahman SaeedMariam BusalehHatim Aboalsamh Fazal-e-AminPublished in: SITIS (2022)
Keyphrases
- breast tissue
- classification models
- feature selection
- pattern recognition
- digital mammograms
- decision trees
- majority voting
- multiple classifiers
- training set
- classification accuracy
- image classification
- final classification
- neural network
- machine learning algorithms
- text classification
- probabilistic model
- digital mammography
- voting schemes
- classification algorithm
- finite element methods
- digitized mammograms
- computer aided diagnosis
- ensemble learning
- model selection
- feature extraction
- breast cancer
- machine learning methods
- support vector machine svm
- breast cancer diagnosis
- support vector
- machine learning